deletions | additions       diff --git a/QSAR_tools_provides_Python_scripts__.tex b/QSAR_tools_provides_Python_scripts__.tex  index 2d2159e..7aee5ad 100644  --- a/QSAR_tools_provides_Python_scripts__.tex  +++ b/QSAR_tools_provides_Python_scripts__.tex 
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QSAR-tools provides is a set of  Python scripts for assisting in modeling that use RDKit to model  quantitative structure activity relationships from 2D chemical data. It inputs SMILES file of a training set and computes a set of smarts descriptors unique to that set. By using a fingerprint file, it trains a linear model to predict a numerical quantity of interest and is capable of mapping the model onto the compound to produce an image.